{"id":31340,"date":"2018-10-27T13:10:13","date_gmt":"2018-10-27T07:40:13","guid":{"rendered":"https:\/\/blog.forumias.com\/?p=31340"},"modified":"2018-10-27T13:10:13","modified_gmt":"2018-10-27T07:40:13","slug":"how-to-handle-big-data","status":"publish","type":"post","link":"https:\/\/forumias.com\/blog\/how-to-handle-big-data\/","title":{"rendered":"How to handle Big Data"},"content":{"rendered":"<p><a href=\"http:\/\/www.thehindu.com\/opinion\/op-ed\/how-to-handle-big-data\/article22745327.ece\"><b>How to handle Big Data<\/b><\/a><\/p>\n<p><b>Context:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">There are infinite ways to analyse data but great caution must be exercised while handling large and complex data sets<\/span><\/p>\n<p><b>What is Big Data?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Big data is a term used to denote data sets that are so large or complex that traditional data processing application software is inadequate to deal with them.<\/span><\/p>\n<p><b>Causes of Data Blunders:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Bias,<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">low-quality data,<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">unreliable sources,<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">technical glitches,<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"> \u00a0<\/span><span style=\"font-weight: 400;\">an improper understanding of the larger picture,<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">lack of proper statistical tools and resources to analyse large volumes of data<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Relying too heavily on a particular model <\/span><\/li>\n<\/ul>\n<p><b>Way Out:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Big Data is very complex and involves additional challenge.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">They might involve the use of some skills involving analytics, decision-making skills, logical thinking skills, problem-solving, advanced computational expertise and also statistical expertise.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Therefore, the use of some routine algorithm is not enough. <\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Too much reliance on available software is serious mistake while handling Big Data<\/span><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>How to handle Big Data Context: There are infinite ways to analyse data but great caution must be exercised while handling large and complex data sets What is Big Data? Big data is a term used to denote data sets that are so large or complex that traditional data processing application software is inadequate to&hellip; <a class=\"more-link\" href=\"https:\/\/forumias.com\/blog\/how-to-handle-big-data\/\">Continue reading <span class=\"screen-reader-text\">How to handle Big Data<\/span><\/a><\/p>\n","protected":false},"author":61,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"categories":[555],"tags":[],"class_list":["post-31340","post","type-post","status-publish","format-standard","hentry","category-test-1","entry"],"jetpack_featured_media_url":"","views":{"total":0,"cached_at":"","cached_date":1704869821},"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/posts\/31340","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/users\/61"}],"replies":[{"embeddable":true,"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/comments?post=31340"}],"version-history":[{"count":0,"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/posts\/31340\/revisions"}],"wp:attachment":[{"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/media?parent=31340"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/categories?post=31340"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/tags?post=31340"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}